The table below looks at the statistics for Data Management skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Data Management over the 3 months to 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Data Management
Rank 97 108 115
Rank change year-on-year
+11 +7
Permanent jobs citing Data Management 65 60 68
As % of all permanent IT jobs located in Scotland 2.28% 1.91% 1.79%
As % of the Processes & Methodologies category 2.52% 2.13% 2.08%
Number of salaries quoted 35 48 49
Median salary £45,000 £47,500 £50,000
Median salary % change year-on-year
-5.26% -5.00%
90% offered a salary of more than £34,250 £35,950 £36,000
10% offered a salary of more than £65,000 £61,500 £83,000
UK excluding London median salary £45,000 £42,500 £47,500
% change year-on-year
+5.88% -10.52%
Data Management
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2578 2814 3266
As % of all permanent IT jobs located in Scotland 90.36% 89.42% 86.06%
Number of salaries quoted 1446 1780 2203
Median salary £45,000 £44,000 £42,500
Median salary % change year-on-year
+2.27% +3.52%
90% offered a salary of more than £30,000 £32,000 £30,000
10% offered a salary of more than £65,000 £60,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Management
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Data Management as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Management Jobs Demand Trend in Scotland

Data Management
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Management across the Scotland region.

Data Management Salary Trend in Scotland

Data Management
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Management across the Scotland region over the 3 months to 30 June 2016.

Data Management Salary Histogram in Scotland

Data Management
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the Scotland region over the 3 months to 30 June 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +4 35 £50,000 +5.26% 2
Edinburgh +7 26 £43,000 -9.47% 2
Stirling +12 2 £34,500 -
West Lothian - 2 £35,000 -
Falkirk - 1 £37,500 -
Data Management
UK

Data Management
Top 30 Related IT Skills in Scotland

For the 6 months to 30 June 2016, IT jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Data Management.

1 75 (56.39%) Finance
2 54 (40.60%) SQL
3 51 (38.35%) Agile Software Development
4 48 (36.09%) Business Intelligence
5 41 (30.83%) Analytical Skills
6 38 (28.57%) Data Warehouse
7 34 (25.56%) Banking
8 32 (24.06%) ETL
8 32 (24.06%) Data Quality
9 27 (20.30%) Visualisation
10 25 (18.80%) Data Modelling
10 25 (18.80%) Java
11 24 (18.05%) Master Data Management
12 23 (17.29%) Oracle
13 22 (16.54%) SAS
13 22 (16.54%) BusinessObjects
14 21 (15.79%) Python
14 21 (15.79%) Scrum
14 21 (15.79%) Big Data
15 20 (15.04%) QlikView
15 20 (15.04%) Cognos
16 19 (14.29%) Hadoop
17 18 (13.53%) Analytics
17 18 (13.53%) Data Integration
18 17 (12.78%) Git (software)
18 17 (12.78%) QA
18 17 (12.78%) JIRA
18 17 (12.78%) SQL Server Reporting Services
18 17 (12.78%) Data Analysis
18 17 (12.78%) SQL Server Integration Services

Data Management
Top Related IT Skills in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 22 (16.54%) SAS
2 10 (7.52%) Apache Spark
3 2 (1.50%) SharePoint
4 1 (0.75%) Alfresco
4 1 (0.75%) Apache Pig
4 1 (0.75%) Documentum
4 1 (0.75%) FileNet
4 1 (0.75%) IIS
4 1 (0.75%) MS Project Server
4 1 (0.75%) WordPress
Applications
1 14 (10.53%) MS Excel
2 6 (4.51%) MS PowerPoint
3 3 (2.26%) MS Office
3 3 (2.26%) Stata
4 1 (0.75%) Adobe Illustrator
4 1 (0.75%) DOC1
4 1 (0.75%) InDesign
4 1 (0.75%) MS Project
4 1 (0.75%) Photoshop
4 1 (0.75%) Spreadsheet
4 1 (0.75%) SPSS
Business Applications
1 2 (1.50%) Markit EDM
Cloud Services
1 4 (3.01%) Google Analytics
2 1 (0.75%) Google Cloud Platform
2 1 (0.75%) Office 365
Communications & Networking
1 1 (0.75%) LAN
1 1 (0.75%) WAN
Database & Business Intelligence
1 38 (28.57%) Data Warehouse
2 22 (16.54%) BusinessObjects
3 21 (15.79%) Big Data
4 20 (15.04%) QlikView
5 19 (14.29%) Hadoop
6 17 (12.78%) SQL Server Integration Services
6 17 (12.78%) SQL Server Reporting Services
7 16 (12.03%) Relational Database
7 16 (12.03%) SQL Server Analysis Services
8 11 (8.27%) DataStage
8 11 (8.27%) SQL Server
9 7 (5.26%) Data Mining
9 7 (5.26%) IBM InfoSphere
9 7 (5.26%) Impala
9 7 (5.26%) Spotfire
9 7 (5.26%) Sqoop
10 6 (4.51%) Enterprise Data Warehouse
10 6 (4.51%) MS Access
10 6 (4.51%) PowerCenter
11 5 (3.76%) Oracle BI EE
Development Applications
1 17 (12.78%) Git (software)
1 17 (12.78%) JIRA
2 12 (9.02%) Talend Open Studio
3 10 (7.52%) Cucumber
3 10 (7.52%) Selenium
4 7 (5.26%) Jenkins
4 7 (5.26%) Subversion
5 4 (3.01%) Team Foundation Server
5 4 (3.01%) TestComplete
5 4 (3.01%) Visual Studio
6 1 (0.75%) ERwin
6 1 (0.75%) MagicDraw
General
1 75 (56.39%) Finance
2 34 (25.56%) Banking
3 10 (7.52%) Retail
4 9 (6.77%) Private Banking
5 6 (4.51%) Marketing
6 3 (2.26%) Games
7 1 (0.75%) Advertising
7 1 (0.75%) Back Office
7 1 (0.75%) Law
7 1 (0.75%) Pharmaceutical
7 1 (0.75%) Retail Banking
7 1 (0.75%) Telecoms
Job Titles
1 45 (33.83%) Developer
2 20 (15.04%) Consultant
3 17 (12.78%) Analyst
4 15 (11.28%) Business Intelligence Developer
5 12 (9.02%) Business Intelligence Consultant
6 11 (8.27%) Big Data Developer
7 10 (7.52%) Automation Tester
7 10 (7.52%) Tester
8 9 (6.77%) Architect
8 9 (6.77%) Product Manager
9 8 (6.02%) Business Analyst
10 6 (4.51%) Data Consultant
10 6 (4.51%) Data Manager
10 6 (4.51%) ETL Developer
10 6 (4.51%) Software Engineer
10 6 (4.51%) Solutions Architect
11 5 (3.76%) Build Manager
11 5 (3.76%) Junior Java Developer
11 5 (3.76%) Senior Analyst
11 5 (3.76%) Technical Tester
Libraries, Frameworks & Software Standards
1 13 (9.77%) HTML
1 13 (9.77%) HTML5
2 10 (7.52%) D3.js
3 6 (4.51%) AngularJS
4 5 (3.76%) Node.js
5 4 (3.01%) CSS
5 4 (3.01%) jQuery
5 4 (3.01%) LESS
5 4 (3.01%) Middleware
5 4 (3.01%) REST
6 2 (1.50%) Web Services
7 1 (0.75%) .NET
7 1 (0.75%) EDI
7 1 (0.75%) XML
Miscellaneous
1 41 (30.83%) Analytical Skills
2 27 (20.30%) Visualisation
3 18 (13.53%) Data Integration
4 13 (9.77%) Management Information System
5 11 (8.27%) Fintech
6 10 (7.52%) Derivative
7 9 (6.77%) Virtual Team
8 7 (5.26%) Market Risk
9 5 (3.76%) Social Media
10 4 (3.01%) Credit Risk
10 4 (3.01%) Data Centre
10 4 (3.01%) Data Structures
10 4 (3.01%) Enterprise Software
10 4 (3.01%) Statistics
11 3 (2.26%) Applied Mathematics
11 3 (2.26%) Computer Science
11 3 (2.26%) Informatics
11 3 (2.26%) Mathematics
12 2 (1.50%) Data Extraction
12 2 (1.50%) Taxonomies
Operating Systems
1 17 (12.78%) Unix
2 11 (8.27%) Linux
3 2 (1.50%) Windows
Processes & Methodologies
1 51 (38.35%) Agile Software Development
2 48 (36.09%) Business Intelligence
3 32 (24.06%) ETL
4 25 (18.80%) Data Modelling
5 24 (18.05%) Master Data Management
6 21 (15.79%) Scrum
7 18 (13.53%) Analytics
8 17 (12.78%) Data Analysis
8 17 (12.78%) Regression Testing
9 15 (11.28%) Data Governance
10 14 (10.53%) Migration
10 14 (10.53%) PRINCE2
10 14 (10.53%) Stakeholder Management
11 13 (9.77%) Data Visualisation
11 13 (9.77%) Workflow
12 12 (9.02%) Asset Management
12 12 (9.02%) Enterprise Data Management
12 12 (9.02%) Time Management
13 10 (7.52%) Automation Testing
13 10 (7.52%) Information Management
Programming Languages
1 54 (40.60%) SQL
2 25 (18.80%) Java
3 21 (15.79%) Python
4 11 (8.27%) C#
5 10 (7.52%) Scala
6 9 (6.77%) Shell Script
7 8 (6.02%) PL/SQL
8 7 (5.26%) C++
8 7 (5.26%) R
8 7 (5.26%) VBA
9 5 (3.76%) T-SQL
10 4 (3.01%) JavaScript
11 2 (1.50%) Delphi
11 2 (1.50%) SAS Macro
12 1 (0.75%) VB
12 1 (0.75%) VB.NET
12 1 (0.75%) XPath
Qualifications
1 12 (9.02%) PRINCE2 Practitioner
1 12 (9.02%) Security Cleared
2 9 (6.77%) Degree
3 5 (3.76%) CCA
4 2 (1.50%) PRINCE2 Certification
5 1 (0.75%) CISSP
5 1 (0.75%) ISEB
Quality Assurance & Compliance
1 32 (24.06%) Data Quality
2 17 (12.78%) QA
3 1 (0.75%) ISO/IEC 27001
3 1 (0.75%) PCI DSS
System Software
1 1 (0.75%) Apache Flume
Systems Management
1 7 (5.26%) Oozie
1 7 (5.26%) Rundeck
2 1 (0.75%) MOM
Vendors
1 23 (17.29%) Oracle
2 20 (15.04%) Cognos
3 14 (10.53%) Tableau
4 12 (9.02%) Talend
5 11 (8.27%) IBM
5 11 (8.27%) Microsoft
5 11 (8.27%) MicroStrategy
6 8 (6.02%) Informatica
7 6 (4.51%) SAP
8 5 (3.76%) HP
9 4 (3.01%) Google
9 4 (3.01%) Netezza
10 3 (2.26%) Greenplum
11 1 (0.75%) Adobe
11 1 (0.75%) CA
11 1 (0.75%) Cisco
11 1 (0.75%) Laserfiche
11 1 (0.75%) Salesforce.com
11 1 (0.75%) Sun
11 1 (0.75%) Sybase
Edinburgh & Lothians
ANSON MCCADE
Salary: £40,000-£58,000 depending on experience.
Posted: 2 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £47k-£62k plus attractive benefits, 30 days holiday and extensive care
Posted: 2 days ago
Glasgow
TDA Group
Posted: Yesterday
Scotland
Net Talent
Salary: excellent package on offer
Posted: 6 days ago
Glasgow, Lanarkshire
Lloyds Banking Group
Posted: 6 days ago